Wang J S, Li M Q. Constructing Bayesian Networks Based on Database by Using GA. Systems Engineering and Electronics, 2000, 22(9): 54-57 (in Chinese) (王君圣,李敏强.基于数据库信息构建贝叶斯网络的GA方法.系统工程与电子技术, 2000, 22(9): 54-57)
[2]
Shi Z Z. Knowledge Discovery. Beijing, China: Tsinghua University Press, 2002 (in Chinese) (史忠植.知识发现.北京:清华大学出版社,2002)
[3]
Heckerman D. Bayesian Networks for Data Mining. Data Mining and Knowledge Discovery, 1997, 1(1): 79-119
[4]
Zhang S Z, Yang N H, Wang X K. Construction and Application of Bayesian Networks in Flood Decision Support System. In: Proc of the 1st International Conference on Machine and Cybenetics. Beijing, China, 2002, Ⅺ: 718-722
[5]
Cooper G F, Herskovits E. A Bayesian Method for the Induction of Probabilistic Networks from Data. Machine Learning, 1992, 9(4): 309-347
[6]
Lu R Q. Knowledge Engineering and Knowledge Science in New Century. Beijing, China: Tsinghua University Press, 2001 (in Chinese) (陆汝钤.世纪之交的知识工程与知识科学.北京:清华大学出版社, 2001)
[7]
Heckerman D, Geiger D, Chickering D. Learning Bayesian Networks: The Combination of Knowledge and Statistical Data. Machine Learning, 1995, 20(3): 197-243
[8]
Wellman M P, Breese J S, Goldman R P. From Knowledge Bases to Decision Models. Knowledge Engineering Review, 1992, 7(1): 35-53
[9]
Robinson R W. Counting Unlabeled Acyclic Digraphs. In: Proc of the 5th Australian Conference on Combinatorial Mathematics. Melbourne, Australian, 1976, 28-43
[10]
Chickering D M, Geiger D, Heckerman D. Learning Bayesian Networks: Search Methods and Experimental Results. In: Proc of the 5th International Workshop on Artificial Intelligence and Statistics. Fort Landerdale, USA, 1995, 112-128
[11]
Larraaga P, Poza M, Yurramendi Y, Murga R H, Kuijpers C M H. Structure Learning of Bayesian Networks by Genetic Algorithms: A Performance Analysis of Control Parameters. IEEE Trans on Pattern Analysis and Machine Intelligence, 1996, 18(9): 912-926